Shah Mahdi Hasan 's repositories
foxdot-ambient-music
Some personal experimentation with Foxdot and Supercollider for creating a portable sequencer/synthasizer.
FoxDot
Python driven environment for Live Coding
bengal-eval-dspy
This repo containts experimentation on major LLMs and their behaviour with some certain evaluation criteria. It uses DSPy programming module.
s4-jax
Exploring S4 with JAX
PySR
High-Performance Symbolic Regression in Python and Julia
pyomo-exp
Experimenting with Pyomo + AMPL
gurobi-optimods
Nice APIs for common optimization tasks
ngpl-statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
lightgbm-intel-compiler
Compiling LightGBM from source with Intel OneAPI Data Parallel C++ compilers (also known as DCPP)
typing_extensions
Backported and experimental type hints for Python
phq-data-science-docs
PredictHQ’s Data Science documentation
Learning-Spark
Documenting my journey and experiments with Apache Spark
Paperspace-Gradient-Utility-Scripts
A repo to contain bash scripts relating to Paperspace Gradient.
shap-hypetune
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
Timeseries-Clustering-using-DTW-and-k-Medoids
This repository is a demonstration of Dynamic Time Warping (DTW) and k-Medoids for timeseries clustering.
Approximate-Message-Passing
Approximate Message Passing is an ultra fast sparse recovery algorithm.
ML-Utility-Function
Repo of utility ML functions for some quick-dirty analysis
scikit-learn
scikit-learn: machine learning in Python
Applied-Deep-Learning
Applied Deep Learning
Dynamic-Random-Access-with-SS
This repository contains all the functions wrote for Multi-user Detection in Uplink Grant-Free NOMA with Sinusoidal Sequences
Orthogonal-Matching-Pursuit-Family
This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching Pursuit (POMP), Detector based Orthogonal Matching Pursuit (DGOMP)
PyTorch-MemoryMapped-CrossValidaiton
PyTorch Dataset workflow/example with memory-mapped Numpy data
Multivariate-Time-Series-TMDB-5000
Multivariate Time series prediction with R^2 = 0.69 for TMDB-5000 dataset
MLEP-public
Public repo for DeepLearning.AI MLEP Specialization
projit
Application for managing the structure, properties, data, experiments and build of data science projects.
LeetCode-solutions
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).
CompetitiveProgrammingQuestionBank
This repository contains all the popular Competitive Programming and DSA questions with solutions.